Symptom data processing method and device, computer equipment and storage medium

A technology of symptom data and processing methods, which is applied in the fields of electrical digital data processing, natural language data processing, special data processing applications, etc. The effect of improving quality, improving accuracy, and improving accuracy

Pending Publication Date: 2020-12-01
PING AN TECH (SHENZHEN) CO LTD
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  • Description
  • Claims
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Problems solved by technology

As the triage work faces the triage tasks of all departments, it is difficult; at the same time, the number of patients in the hospital is large, and the triage processing time is short. These two factors wil

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  • Symptom data processing method and device, computer equipment and storage medium
  • Symptom data processing method and device, computer equipment and storage medium
  • Symptom data processing method and device, computer equipment and storage medium

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Embodiment Construction

[0026] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0027] The symptom data processing method provided in this embodiment can be applied in such as figure 1 application environment in which the client communicates with the server. Among them, clients include but are not limited to various personal computers, notebook computers, smart phones, tablet computers and portable wearable devices. The server can be implemented by an independent server or a server cluster composed of multiple servers.

[0028] ...

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Abstract

The invention relates to the field of natural language processing, and discloses a symptom data processing method and device, computer equipment and a storage medium. The method includes obtaining symptom data; processing the symptom data into a representation vector through a preset BERT encoder, wherein the representation vector is generated based on symptom feature data in the symptom data, wherein the symptom feature data comprises symptom names and symptom attributes, wherein the preset BERT encoder is obtained after training of a pre-training task, and wherein the pre-training task is used for determining an association relationship between the representation vector and the symptom name and the symptom attribute; and inputting the representation vector into a preset TextCNN model, and obtaining a classification result output by the preset TextCNN model. The accuracy of the triage result can be improved, and the quality of the triage result is improved. The invention can also be applied to construction of smart cities.

Description

technical field [0001] The invention relates to the field of natural language processing, in particular to a symptom data processing method, device, computer equipment and storage medium. Background technique [0002] Triage refers to the process of judging the patient's condition and department according to the patient's symptoms and signs, and arranging for him to see a doctor. The accuracy of the triage results is of great significance to the rational allocation of hospital resources and the improvement of the efficiency of patient consultation. [0003] At present, the triage work in the hospital is mainly handled by the triage staff. Because the triage work faces the triage tasks of all departments, it is difficult; at the same time, the number of patients in the hospital is large, and the triage processing time is short. These two factors will have a certain impact on the accuracy of the triage results. [0004] Therefore, it is necessary to provide an intelligent me...

Claims

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Application Information

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IPC IPC(8): G06F40/205G06F16/35G06N3/04G06N3/08G16H50/20
CPCG06F40/205G06F16/35G06N3/08G16H50/20G06N3/045
Inventor 朱昭苇孙行智胡岗
Owner PING AN TECH (SHENZHEN) CO LTD
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